Giuseppe Nicosia

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 32

Top Venues

CoRR

MOD

LOD

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
Fragility, robustness and antifragility in deep learning. Artif. Intell. 327 (2024)
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
Deep Neural Networks via Complex Network Theory: a Perspective. CoRR (2024)
Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Ali Varzandian, Atta Badii
Sensitivity Analysis for Feature Importance in Predicting Alzheimer's Disease. LOD (2) (2023)
Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Atta Badii
Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques. LOD (1) (2023)
Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
Fragility, Robustness and Antifragility in Deep Learning. CoRR (2023)
Varun Ojha, Bartolomeo Pantò, Giuseppe Nicosia
Adaptive search space decomposition method for pre- and post-buckling analyses of space truss structures. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Matteo N. Amaradio, Giorgio Jansen, Varun Ojha, Jole Costanza, Giuseppe Di Fatta, Giuseppe Nicosia
Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models. LOD (1) (2022)
Varun Ojha, Bartolomeo Pantò, Giuseppe Nicosia
Adaptive search space decomposition method for pre- and post- buckling analyses of space truss structures. CoRR (2022)
Varun Ojha, Giuseppe Nicosia
Backpropagation Neural Tree. CoRR (2022)
Varun Ojha, Jon Timmis, Giuseppe Nicosia
Assessing ranking and effectiveness of evolutionary algorithm hyperparameters using global sensitivity analysis methodologies. Swarm Evol. Comput. 74 (2022)
Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons. CoRR (2022)
Varun Ojha, Jon Timmis, Giuseppe Nicosia
Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis Methodologies. CoRR (2022)
Emanuele La Malfa, Gabriele La Malfa, Claudio Caprioli, Giuseppe Nicosia, Vito Latora
Deep Neural Networks as Complex Networks. CoRR (2022)
Barbara Di Camillo, Giuseppe Nicosia
Guest Editorial: Deep Learning For Genomics. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Varun Ojha, Giuseppe Nicosia
Backpropagation Neural Tree. Neural Networks 149 (2022)
Gabriele La Malfa, Emanuele La Malfa, Roman V. Belavkin, Panos M. Pardalos, Giuseppe Nicosia
Distilling Financial Models by Symbolic Regression. LOD (2021)
Osama Assaf, Giuseppe Di Fatta, Giuseppe Nicosia
Multivariate LSTM for Stock Market Volatility Prediction. LOD (2021)
Rhian Taylor, Varun Ojha, Ivan Martino, Giuseppe Nicosia
Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence. ICTAI (2021)
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks. ICTAI (2021)
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks. CoRR (2021)
Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha
Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons. ICANN (1) (2021)
Varun Ojha, Giuseppe Nicosia
Multi-Objective Optimisation of Multi-Output Neural Trees. CEC (2020)
Barbara Di Camillo, Giuseppe Nicosia, Francesca Buffa, Benny Lo
Guest Editorial Data Science in Smart Healthcare: Challenges and Opportunities. IEEE J. Biomed. Health Informatics 24 (11) (2020)
Varun Ojha, Giuseppe Nicosia
Multi-Objective Optimisation of Multi-Output Neural Trees. CoRR (2020)
Salvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia
Pareto Multi-task Deep Learning. ICANN (2) (2020)
Deyan Dyankov, Salvatore Danilo Riccio, Giuseppe Di Fatta, Giuseppe Nicosia
Multi-task Learning by Pareto Optimality. LOD (2019)
Alessio Greco, Salvatore Danilo Riccio, Jon Timmis, Giuseppe Nicosia
Assessing Algorithm Parameter Importance Using Global Sensitivity Analysis. SEA² (2019)
Andrea Patané, Giorgio Jansen, Piero Conca, Giovanni Carapezza, Jole Costanza, Giuseppe Nicosia
Multi-objective optimization of genome-scale metabolic models: the case of ethanol production. Ann. Oper. Res. 276 (1-2) (2019)
Andrea Patanè, Andrea Santoro, Vittorio Romano, Antonino La Magna, Giuseppe Nicosia
Enhancing quantum efficiency of thin-film silicon solar cells by Pareto optimality. J. Glob. Optim. 72 (3) (2018)
Jakub Rydzewski, Rafal Jakubowski, Giuseppe Nicosia, Wieslaw Nowak
Conformational Sampling of a Biomolecular Rugged Energy Landscape. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (3) (2018)
Andrea Patanè, Andrea Santoro, Piero Conca, Giovanni Carapezza, Antonino La Magna, Vittorio Romano, Giuseppe Nicosia
Multi-objective optimization and analysis for the design space exploration of analog circuits and solar cells. Eng. Appl. Artif. Intell. 62 (2017)
Andrea Patané, Piero Conca, Giovanni Carapezza, Andrea Santoro, Jole Costanza, Giuseppe Nicosia
Metabolic Circuit Design Automation by Multi-objective BioCAD. MOD (2016)
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
Analysis and design of molecular machines. Theor. Comput. Sci. 599 (2015)
Giuseppe Nicosia, Piero Conca
Characterization of the \#k # k -SAT Problem in Terms of Connected Components. MOD (2015)
Andrea Patane, Andrea Santoro, Jole Costanza, Giovanni Carapezza, Giuseppe Nicosia
Pareto Optimal Design for Synthetic Biology. IEEE Trans. Biomed. Circuits Syst. 9 (4) (2015)
Piero Conca, Giovanni Stracquadanio, Giuseppe Nicosia
Automatic Tuning of Algorithms Through Sensitivity Minimization. MOD (2015)
Pietro Liò, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi, Mario Pavone
Advances in Artificial Life: Synthesis and Simulation of Living Systems: Editorial. Artif. Life 21 (4) (2015)
Piero Conca, Gilda Currenti, Giovanni Carapezza, Ciro Del Negro, Jole Costanza, Giuseppe Nicosia
Multi-objective Modeling of Ground Deformation and Gravity Changes of Volcanic Eruptions. MOD (2015)
Claudio Angione, Annalisa Occhipinti, Giuseppe Nicosia
Satisfiability by Maxwell-Boltzmann and Bose-Einstein Statistical Distributions. ACM J. Exp. Algorithmics 19 (1) (2014)
Jole Costanza, Luca Zammataro, Giuseppe Nicosia
Programming Living Machines: The Case Study of Escherichia Coli. Living Machines (2014)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Pareto Optimality in Organelle Energy Metabolism Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (4) (2013)
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
Bose-Einstein condensation in satisfiability problems. Eur. J. Oper. Res. 227 (1) (2013)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Design and strain selection criteria for bacterial communication networks. Nano Commun. Networks 4 (4) (2013)
Claudio Angione, Annalisa Occhipinti, Giovanni Stracquadanio, Giuseppe Nicosia
Bose-Einstein Condensation in Satisfiability Problems CoRR (2013)
Giovanni Stracquadanio, Vittorio Romano, Giuseppe Nicosia
Semiconductor device design using the BiMADS algorithm. J. Comput. Phys. 242 (2013)
Claudio Angione, Jole Costanza, Giovanni Carapezza, Pietro Liò, Giuseppe Nicosia
Pareto epsilon-dominance and identifiable solutions for BioCAD modeling. DAC (2013)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Multi objective design for bacterial communication networks. ICC Workshops (2013)
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia
Robust design of microbial strains. Bioinform. 28 (23) (2012)
Claudio Angione, Pietro Liò, Giuseppe Nicosia
How to Compute with Metabolism in Bacteria? ERCIM News 2012 (91) (2012)
Claudio Angione, Giovanni Carapezza, Jole Costanza, Pietro Liò, Giuseppe Nicosia
Computing with Metabolic Machines. Turing-100 (2012)
Renato Umeton, Giuseppe Nicosia, C. Forbes Dewey Jr.
OREMPdb: a semantic dictionary of computational pathway models. BMC Bioinform. 13 (S-4) (2012)
Mario Pavone, Giuseppe Narzisi, Giuseppe Nicosia
Clonal selection: an immunological algorithm for global optimization over continuous spaces. J. Glob. Optim. 53 (4) (2012)
Ivan Martino, Giuseppe Nicosia
Global Optimization for Algebraic Geometry - Computing Runge-Kutta Methods. LION (2012)
Jole Costanza, Giovanni Carapezza, Claudio Angione, Pietro Liò, Giuseppe Nicosia
Multi-objective Optimisation, Sensitivity and Robustness Analysis in FBA Modelling. CMSB (2012)
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone, Giuseppe Scollo
On discrete models and immunological algorithms for protein structure prediction. Nat. Comput. 10 (1) (2011)
Giovanni Stracquadanio, Angelo La Ferla, Matteo De Felice, Giuseppe Nicosia
Design of Robust Space Trajectories. SGAI Conf. (2011)
Davide Agostini, Jole Costanza, Vincenzo Cutello, Luca Zammataro, Natalio Krasnogor, Mario Pavone, Giuseppe Nicosia
Effective calibration of artificial gene regulatory networks. ECAL (2011)
Renato Umeton, Giovanni Stracquadanio, Anilkumar Sorathiya, Pietro Liò, Alessio Papini, Giuseppe Nicosia
Design of robust metabolic pathways. DAC (2011)
Giovanni Stracquadanio, Giuseppe Nicosia
Computational energy-based redesign of robust proteins. Comput. Chem. Eng. 35 (3) (2011)
Giovanni Stracquadanio, Renato Umeton, Jole Costanza, Viviana Annibali, Rosella Mechelli, Mario Pavone, Luca Zammataro, Giuseppe Nicosia
Large Scale Agent-Based Modeling of the Humoral and Cellular Immune Response. ICARIS (2011)
Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia
An Immunological Algorithm for Doping Profile Optimization in Semiconductors Design. ICARIS (2010)
Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia
Multi-objective optimization of doping profile in semiconductor design. GECCO (2010)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
An Information-Theoretic Approach for Clonal Selection Algorithms. ICARIS (2010)
Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia
Effective design of semiconductor devices using evolutionary-based derivative free optimization. IEEE Congress on Evolutionary Computation (2010)
Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta
Special issue on Nature Inspired Cooperative Strategies for Optimisation (NICSO). Nat. Comput. 9 (1) (2010)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
Entropic divergence for population based optimization algorithms. IEEE Congress on Evolutionary Computation (2010)
Giovanni Stracquadanio, Renato Umeton, Alessio Papini, Pietro Liò, Giuseppe Nicosia
Analysis and Optimization of C3 Photosynthetic Carbon Metabolism. BIBE (2010)
Giuseppe Nicosia, Giovanni Stracquadanio
A Design-for-Yield Algorithm to Assess and Improve the Structural and Energetic Robustness of Proteins and Drugs. SEA (2009)
Piero Conca, Giuseppe Nicosia, Giovanni Stracquadanio, Jon Timmis
Nominal-Yield-Area Tradeoff in Automatic Synthesis of Analog Circuits: A Genetic Programming Approach Using Immune-Inspired Operators. AHS (2009)
Giuseppe Nicosia, Eva Sciacca
Robust parameter identification for biological circuit calibration. BIBE (2008)
Angelo Ciccazzo, Piero Conca, Giuseppe Nicosia, Giovanni Stracquadanio
An Advanced Clonal Selection Algorithm with Ad-Hoc Network-Based Hypermutation Operators for Synthesis of Topology and Sizing of Analog Electrical Circuits. ICARIS (2008)
Giuseppe Nicosia, Salvatore Rinaudo, Eva Sciacca
An evolutionary algorithm-based approach to robust analog circuit design using constrained multi-objective optimization. Knowl. Based Syst. 21 (3) (2008)
Alexander O. Tarakanov, Giuseppe Nicosia
Foundations of Immunocomputing. FOCI (2007)
Vincenzo Cutello, Giuseppe Nicosia, Mario Romeo, Pietro S. Oliveto
On the Convergence of Immune Algorithms. FOCI (2007)
Vincenzo Cutello, Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone
Immune Algorithm Versus Differential Evolution: A Comparative Case Study Using High Dimensional Function Optimization. ICANNGA (1) (2007)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Jonathan Timmis
An Immune Algorithm for Protein Structure Prediction on Lattice Models. IEEE Trans. Evol. Comput. 11 (1) (2007)
Giuseppe Nicosia, Giovanni Stracquadanio
Generalized Pattern Search and Mesh Adaptive Direct Search Algorithms for Protein Structure Prediction. WABI (2007)
Giuseppe Nicosia, Salvatore Rinaudo, Eva Sciacca
An Evolutionary Algorithm-Based Approach to Robust Analog Circuit Design using Constrained Multi-Objective Optimization. SGAI Conf. (2007)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
An immune algorithm with stochastic aging and kullback entropy for the chromatic number problem. J. Comb. Optim. 14 (1) (2007)
Mario Castrogiovanni, Giuseppe Nicosia, Rosario Rascunà
Experimental Analysis of the Aging Operator for Static and Dynamic Optimisation Problems. KES (3) (2007)
Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Salvatore Spinella
Determination of protein structure and dynamics combining immune algorithms and pattern search methods. Nat. Comput. 6 (1) (2007)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
Real coded clonal selection algorithm for unconstrained global optimization using a hybrid inversely proportional hypermutation operator. SAC (2006)
Tonio Biondi, Angelo Ciccazzo, Vincenzo Cutello, Santo D'Antona, Giuseppe Nicosia, Salvatore Spinella
Multi-Objective Evolutionary Algorithms and Pattern Search Methods for Circuit Design Problems. J. Univers. Comput. Sci. 12 (4) (2006)
Vincenzo Cutello, Giuseppe Nicosia, Rosario Rascunà, Salvatore Spinella
Optimising an inductor circuit and a two-stage operational transconductance amplifier using evolutionary and classical algorithms. Int. J. Comput. Sci. Eng. 2 (3/4) (2006)
Vincenzo Cutello, Giuseppe Nicosia, Emilio Pavia
A Parallel Immune Algorithm for Global Optimization. Intelligent Information Systems (2006)
Vincenzo Cutello, D. Lee, Giuseppe Nicosia, Mario Pavone, I. Prizzi
Aligning Multiple Protein Sequences by Hybrid Clonal Selection Algorithm with Insert-Remove-Gaps and BlockShuffling Operators. ICARIS (2006)
Vincenzo Cutello, Giuseppe Nicosia, Pietro S. Oliveto
Analysis of an evolutionary algorithm with HyperMacromutation and stop at first constructive mutation heuristic for solving trap functions. SAC (2006)
Vincenzo Cutello, D. Lee, S. Leone, Giuseppe Nicosia, Mario Pavone
Clonal Selection Algorithm with Dynamic Population Size for Bimodal Search Spaces. ICNC (1) (2006)
Jon Timmis, Susan Stepney, Peter J. Bentley, Giuseppe Nicosia, Vincenzo Cutello
Introduction. Int. J. Unconv. Comput. 1 (3) (2005)
Vincenzo Cutello, Giuseppe Nicosia
A Clonal Selection Algorithm for Coloring, Hitting Set and Satisfiability Problems. WIRN/NAIS (2005)
Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Salvatore Spinella
Lipschitzian Pattern Search and Immunological Algorithm with Quasi-Newton Method for the Protein Folding Problem: An Innovative Multistage Approach. WIRN/NAIS (2005)
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone
Immune Algorithms with Aging Operators for the String Folding Problem and the Protein Folding Problem. EvoCOP (2005)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials. ICARIS (2005)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
An Immunological Algorithm for Global Numerical Optimization. Artificial Evolution (2005)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia
A Class of Pareto Archived Evolution Strategy Algorithms Using Immune Inspired Operators for Ab-Initio Protein Structure Prediction. EvoWorkshops (2005)
Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Nicosia, Rosario Rascunà, Salvatore Spinella
Comparison among evolutionary algorithms and classical optimization methods for circuit design problems. Congress on Evolutionary Computation (2005)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone, Giuseppe Sorace
How to Escape Traps Using Clonal Selection Algorithms. ICINCO (1) (2004)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
An immune algorithm with hyper-macromutations for the Dill's 2D hydrophobic-hydrophilic model. IEEE Congress on Evolutionary Computation (2004)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
Exploring the Capability of Immune Algorithms: A Characterization of Hypermutation Operators. ICARIS (2004)
Vincenzo Cutello, Giuseppe Nicosia
Noisy Channel and Reaction-Diffusion Systems: Models for Artificial Immune Systems. KES (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giuseppe Nicosia